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import os import sys import locale import codecs def is_supported(): """Check whether operating system supports main symbols or not. Returns ------- boolean Whether operating system supports main symbols or not """ if os.getenv("DISABLE_UNICODE_OUTPUT"): return False encod...
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import urllib.request def get_htmls(urls, timeout): """get htmls from urls array. args: urls([str]): urls string array. timeout(int): seconds return: [url, html] url: str html: str """ ret = [] for url in urls: try: with urllib.reques...
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def main(n): """Calculates the sum of all numbers that can be written as the sum of the <n> powers of their digits. Args: n (int): nth power """ pv = {v: v**n for v in range(10)} match = [] for num in range(2**n, 10**(n+1)): digits = (int(dg) for dg in str(num)) sum_...
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import argparse import sys def procargs() : """Add arguments to the argument parser and parse the standard input""" p = argparse.ArgumentParser( description="Merge XML files together.") p.add_argument("-o", dest='outfile', help="output file", default=sys.stdout, type=argparse.FileType('w') ) p.add_argume...
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def has_proper_name(user=None): """Whether user has enough data with which to form a proper name. :param user: Django user object :returns: True, False, or None (if unknown) :rtype: bool | None .. note:: User must be authenticated or function will return None. """ ret = None ...
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from typing import List def double_every_other_main(items: List[int]) -> List[int]: """Doubles every second integer in a list starting Returns: a list of doubled items. Examples: >>> double_every_other_main([1, 2, 3, 4]) == [1, 4, 3, 8] """ return [item * 2 if index % 2 else item for ind...
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def tap(x, label=None): """Prints x and then returns it.""" if label: print('%s: %s' % (label, x)) else: print(x) return x
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import re def ParseHostPort(address): """Parses the provided address string as host:port and returns a tuple of (str host, int port). """ host_port_re = re.match(r"([a-zA-Z0-9-\.]+):([0-9]{1,5})$", address) if not host_port_re: raise TypeError("bad host:port: %s" % address) host = host_port_re.group(1...
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def get_data(fname): """ :param fname: :return: """ a = [] f = open(fname) for line in f.readlines(): if line.strip() != "": a.append(float(line)) f.close() return a
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def _get_results(executor, input): """retrieves distributed results, causing the pipeline to execute""" if isinstance(input, list): return executor.gather(input) elif isinstance(input, tuple): return [_get_results(executor, i) for i in input] else: return input.result()
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def compute_murphree_stage_efficiency(mu, alpha, L, V): """ Return the sectional murphree efficiency, E_mv. Parameters ---------- mu: float Viscosity [mPa*s] alpha: float Relative volatility. L: float Liquid flow rate by mol. V: float Vapor flow r...
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def busca_binaria(vetor, item): """ :param vetor: lista que será utilizada na busca. :param item: item que será buscado na lista. :return: O indice do elemento buscado, caso ele não existir retorna None. """ inicio = 0 fim = len(vetor) - 1 while inicio <= fim: # Caso o item nao esteja...
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def fuselage(Sts,qm,Ltb): """ Compute weifht estimate of human-powered aircraft fuselage Assumptions: All of this is from AIAA 89-2048, units are in kg. These weight estimates are from the MIT Daedalus and are valid for very lightweight carbon fiber composite structures. This may n...
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def split_list(alist, wanted_parts=1): """Split a list of intervals in n parts in order to be multiprocessed.""" length = len(alist) return [alist[i*length // wanted_parts: (i+1)*length // wanted_parts] for i in range(wanted_parts)]
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from decimal import Decimal def euler_totient(num, factors): """ Given a number n and all its distinct prime factors, compute φ(n). The insight is that for every distinct prime factor p of a number n, the portion of numbers coprime to A "decays" by exactly (1/p). """ totient = Decimal(num) fo...
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from datetime import datetime import os def mkdir(): """makes a unique directory to store the files""" drctry = str(datetime.now()) os.makedirs(drctry) return drctry
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def count_alive_neighbours(_neighbours: list, _cells: dict) -> int: """ Determine how many of the neighbouring cells are currently alive. """ alive: int = 0 count = 0 """Checks the list of neighbours and counts the amount that is alive""" for c in _neighbours: if _cells[c] is not None and _...
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from typing import List def get_bit_index(number: int) -> List[int]: """Get bit indices from number. Args: number: A number (greater than 0). Returns: List of bit indices. Examples: number: 4 (`100` in 2 ary number), Returns: [3] number: 6 (`110` in 2 ary number), Re...
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def another(a): """ :type a: dict of sample.supertypes.original.A,int :rtype: dict of sample.supertypes.original.A,int """ return a
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import argparse def parse_args() -> argparse.Namespace: """ Parse command line arguments @return an object containing parsed arguments """ parser = argparse.ArgumentParser() parser.add_argument( "-c", "--city-count", type=int, default=100, help="the number of cities in...
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def is_valid_hex_str(hex_str): """ Function to check given string is valid hex string or not Parameter - hex_str is string Returns True if valid hex string otherwise False """ try: int(hex_str, 16) return True except ValueError: return False
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import requests def process_image(ID, filename, method): """ POST request the user to process the image Args: ID (str): user name filename (str): filename that should exist in database method (str): processing method Returns: r6.json() (str): Confirmation that image w...
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def quantized_rotation(img, factor): """ Rotate an image counterclockwise by an integer factor times 90 degrees. """ if factor % 4 == 0: pass elif factor % 4 == 1: img = img.transpose(-2, -1).flip(-1) elif factor % 4 == 2: img = img.flip(-2).flip(-1) elif factor % 4 =...
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def byte2str(e): """Return str representation of byte object""" return e.decode("utf-8")
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def remove_whitespace2(original: str) -> str: """ >>> remove_whitespace2("I Love Python") 'ILovePython' >>> remove_whitespace2("I Love Python") 'ILovePython' >>> remove_whitespace2(' I Love Python') 'ILovePython' >>> remove_whitespace2("") '' """ return or...
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import sys def py2cmd(code: str, *additional_arguments): """Helper to invoke some Python code through a cmdline invocation of the Python interpreter. This should be more portable in some cases. """ return [sys.executable, '-c', code] + list(additional_arguments)
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import torch def generate_all_anchors(anchors, H, W): """ Generate dense anchors given grid defined by (H,W) Arguments: anchors -- tensor of shape (num_anchors, 2), pre-defined anchors (pw, ph) on each cell H -- int, grid height W -- int, grid width Returns: all_anchors -- tensor of ...
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import argparse def ProcessArguments(argv): """Processing script arguments.""" parser = argparse.ArgumentParser( description=('This script is used by nightly client to test gdb. ' 'DO NOT run it unless you know what you are doing.'), usage='test_gdb_dejagnu.py options') parser.add...
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def strip_product(header_list): """input a list of tag-type values and return list of strings with surrounding html characters removed""" string_list = ['' for item in range(len(header_list))] for item in range(len(header_list)): string_list[item] = str(header_list[item])[53:-14] return string_...
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def _make_path(keys, value, ext, version=None): """Generate a path to a lookup table or metadata""" if isinstance(keys, (list, tuple)): keys = '/'.join(keys) version_str = '' if version: version_str = '.{0}'.format(version) path = '{keys}/{value}{version}{ext}'.format( ...
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from bs4 import BeautifulSoup import string import re def get_readable_text(raw_html): """ Arguments: - `x`: """ raw_html = bytes(raw_html, 'utf-16').decode("utf-16", 'ignore') _cleantext = BeautifulSoup(raw_html).text # paragraphs = _cleantext.split("\n+") paragraphs = [s.strip() fo...
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def calculateEHP(df, time_window, sz_id_col, sf_col): """ Calculate Estimated Human Presence (EHP). See chapter 3.3 in the article + chapter S2.3, Figure S2 and Table S3 in the supplementary materials of Järv et al. 2017. """ # Time Window tw = time_window + 't' # Calculate (absolu...
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import numpy import math def jsonify(data): """ Make a dictionary with numpy arrays JSON serializable """ if type(data) == numpy.ndarray: data = data.tolist() if isinstance(data, list): for item in data: data[data.index(item)] = jsonify(item) if isinstance(data, dict): ...
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def store_listings(db, listings): """ Store listings in database. Listings already contained in the database are ignored. Returns the number of listings that were stored. """ cursor = db.cursor() tuples = [(x, y['street'], y['number'], y['suburb'], y['rent'], y['area']) for x...
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def getLatexColorCode(val, colorNumbers, colorNames): """Creates a Latex color gradient. :param val: (float) a value for which color will be computed. :param colorNumbers: (list[float]) three numbers describing the minimum, middle, and maximum of the color scale. :param colorNames: (list[float]) names ...
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def valid_command(val, valid=[]): """Validate given command among accepted set.""" #pylint: disable=dangerous-default-value assert val in valid, 'invalid command: %s' % val return val
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import inspect def _get_callable(obj, of_class = None): """ Get callable for an object and its full name. Supports: * functions * classes (jumps to __init__()) * methods * @classmethod * @property :param obj: function|class :type obj: Callable :param of_class: Class that thi...
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def substr(word, pos, length): """Return the substr of word of given length starting/ending at pos; or None.""" W = len(word) if pos >= 0 and pos+length <= W: return word[pos:pos+length] elif pos < 0 and abs(pos)+length-1 <= W: return word[W+pos+1-length:W+pos+1] else: return...
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def df_sql_check(df): """ """ if not df.index.is_unique: return False if not df.columns.is_unique: return False return True
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def board_spacing(edges, size): """Calculate board spacing""" space_x = (edges[1][0] - edges[0][0]) / float(size-1) space_y = (edges[1][1] - edges[0][1]) / float(size-1) return space_x, space_y
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def spacing(space, IPA): """ Assign space based on its location Parameters ---------- IPA : bool A flag used to determine the type of alphabet space : str The type of space chosen by user Returns ------- list a list of spaces for prefixes, suffixes, and word...
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import threading def is_main_thread(): """ check if current thread is main thread or not :return: """ return threading.current_thread().__class__.__name__ == '_MainThread'
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def extract_term_from_category(json_object): """ returns the term from a json representation Args: @param json_object: JSON representation """ if json_object.has_key('term'): return json_object['term'] else: return None
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def process_comment(line): """处理注释""" py_line = line.replace('/', '#') return py_line
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def insert_roi(conn, cur, exp_id, series, offset, size): """Inserts an ROI into the database. Args: conn (:obj:`sqlite3.Connection): Connection object. cur (:obj:`sqlite3.Cursor): Cursor object. exp_id (int): ID of the experiment. series (int): Series within the experiment. ...
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import re def normalize_name(name, separator="_"): """Normalizes a name by replacing all non-alphanumeric characters with underscores.""" return re.sub("[^A-Za-z0-9_]+", separator, name)
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def _unscale(tensor, minimum, maximum): """Rescale a scaled tensor from range (-1, 1) back to its original range Parameters ---------- tensor : torch.Tensor or torch.autograd.Variable Tensor to rescale with range (-1, 1) of shape BxCxHxW mimimum : torch.Tensor Minimum used to scale the tensor of shap...
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import random def pick_words(word_count, word_maxlength): """Pick random words""" # Load text file of all English words all_words = open('words_alpha.txt', 'r').readlines() word_list = [] # Choose random word and check if below length limit while len(word_list) < word_count: picked_w...
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def get_self(request): """ this function returns request's user if any :param request: request object :return: User, error_code """ return (request.user, None) if \ request.user.is_authenticated else (None, 'not_authenticated')
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def check_compliance(R): """Check the compliance of roughness calc. to Daniel and Weber article "Psychoacoustical roughness: implementation of an optimized model", 1997. Check the compliance of the input data R to figure 3 of the article using the reference data described in the dictionary article_ref....
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def compose1(h, g): """Return a function f, such that f(x) = h(g(x)).""" def f(x): return h(g(x)) return f
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import argparse def parse_arguments(): """ Parse arguments for Variant calling pipeline inputs generation :return: argparse.ArgumentParser object """ parser = argparse.ArgumentParser() parser.add_argument( '-o', '--output_file_name', help='Filename for yaml file to be ...
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def external_superset_url(): """The URL under which the Superset instance can be reached by users e.g. https://superset.bi.example.com""" return 'http://localhost:8088'
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def compare_on_files(fork1, fork2): """ Args: fork1: ProjectFork fork2: ProjectFork Return: The common degree: intersection / union A list contains the common path of the two forks. """ return 1.0 * len(set(fork1.file_list).intersection(set(fo...
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from pathlib import Path def fixture_checksum_file(fixtures_dir: Path) -> Path: """Return the path to file to test checksum""" return fixtures_dir / "26a90105b99c05381328317f913e9509e373b64f.txt"
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def isInString(position, text): """ Checks whether the sign from a certain position in text is in string or not. @param {number} position. @param {string} text. @return {boolean} True if sign is in string. False if it's not. """ for quote i...
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def normalize_interface(name): """Return the normalized interface name """ if not name: return def _get_number(name): digits = '' for char in name: if char.isdigit() or char in '/.': digits += char return digits if name.lower().startswith...
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def localhost(request): """Return a host manager representing localhost.""" # NOTE: Do not use ansible_adhoc as a dependent fixture since that will assert specific command-line parameters have # been supplied. In the case of localhost, the parameters are provided as kwargs below. plugin = request.confi...
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def clamp(value, minimum, maximum): """Clamp value within a range - range doesn't need to be ordered""" if minimum > maximum: minimum, maximum = maximum, minimum if value < minimum: return minimum if value > maximum: return maximum return value
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from typing import Iterable import os def all_files_exist(filenames: Iterable): """ Return True if all files in a list exist. :param filenames: A list of file paths. :return: """ isthere = (os.path.isfile(i) for i in filenames) return all(isthere)
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def create_query_string(graph_name: str, keyword: str): """ This methods generates the query string for the keyword-search in put. :param graph_name: graph to be queried, default is "default graph", like "<http://localhost:3030/60d5c79a7d2c38ee678e87a8/60d5c79d7d2c38ee678e87a9>" :param keyword:...
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def get_acl_advcl_errors(in_file, acl_advcl_file): """26.03.20 Short summary. Args: in_file (string): Description of parameter `in_file`. ccomp_xcomp_file (string): Description of parameter `no_roots_file`. Returns: None """ acl_count = 0 advcl_count = 0 error_...
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def invicto_mas_largo(goles_diccionarios: list, goles_adversario: list) -> int: """ Invictos Parámetros: goles_diccionarios (list): Los goles anotados por Diccionarios F.C en cada una de las fechas. Se garantiza que cada elemento de la lista es un entero no negativo. ...
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def _fk_colspec(fk, metadata_schema): """Implement a 'safe' version of ForeignKey._get_colspec() that never tries to resolve the remote table. """ colspec = fk._get_colspec() if metadata_schema is not None and colspec.count(".") == 1: # need to render schema breaking up tokens by hand, sinc...
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import struct def create_bufferView( operator, context, export_settings, glTF, data_buffer, target, alignment ): """ Creates and appends a bufferView with the given parameters. :type target: str """ if data_buffer is None: return -1 ...
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import hashlib def get_file_md5(file_path): """ 获取文件的MD5值 :param file_path: :return: """ with open(file_path, 'rb') as file: temp_md5 = hashlib.md5() temp_md5.update(file.read()) hash_code = str(temp_md5.hexdigest()).lower() return hash_code
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def operator_at_traversal_path(path, op): """Construct traversal instructions for Postgres from a list of nodes; apply op as last step like: '%s->%S->%s->>%s' for path={a: {b: {c: value } } }, op='->>' Don't use this unless extract_value_at_path and contains_key_at_path don't work for you """ fmt_s...
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from typing import Optional import re def extract_with_pattern(text: str, pattern: str) -> Optional[str]: """ Return the first found result of a given pattern in the string or None if not found E.g: ('Test _t Test _t', '_t') -> '_t' Args: text: string to find the match pattern: patter...
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import six def _annotator_error_msg(ex): """ Formats a human readable error message. :param ex: :return: """ if isinstance(ex, six.string_types): return ex return '\n' + ex.__class__.__name__ + ': ' + str(ex) + '\n\n'
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from typing import List def restore_ip_addresses_back(s: str) -> List[str]: """ :param s: :return: """ def left_addresses(left_s: str, deep: int) -> List[str]: len_left: int = len(left_s) # print(left_s, deep) if deep > 3: # 255.255.255.255.255 return [] ...
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import importlib def _populate_ground_truth( target_name, spec): """Populates the ground truth values in a spec.""" # We do a delayed import to avoid parsing sometimes huge ground truth files. # Also, this lets us do the import programmatically based on the passed name. module_name = 'hmc_swindles.tar...
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import os def check_path(path): """ Check if the path is a directory or a file and return a list of the file in the path """ list_path = [] try: if os.path.isdir(path): list_path = list(map(lambda x: os.path.join(path, x), os.listdir(path))) else: list_path.append(...
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def label_smoothed_nll_loss(lprobs, target, epsilon, ignore_index=None, reduce=True): """compute labeled smoothed nll loss Returns: loss: the actual loss to be optimized (after smoothing), with shape (batch) if reduce is true else (batch, seq_len) nll_loss: the NLL loss with shape (...
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import sys import os def is_bundled(): """Determines whether the current Python executable is a `.par` bundle.""" return sys.argv[0].endswith(".par") or not os.getenv("RUNFILES_MANIFEST_FILE")
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def FirstValidDatum(data, default=None): """Gets the first valid datum or default. Args: data (list[event_data.EventDatum]): list of event data. default (object): returned in case no no valid datum was found. Returns: event_data.EventDatum|object: first valid datum or default value. """ for datu...
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import argparse def get_arguments(): """Parse all the arguments provided from the CLI. Returns: A list of parsed arguments. """ parser = argparse.ArgumentParser(description="DeepLabLFOV Network Inference.") parser.add_argument("--dataset-path", type=str, help="Path t...
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def _getoffsets(lineno, lineindex, data): """Return the (start, end) byte offsets for a given 1-based line number.""" offset = 0 if 1 <= lineno < len(lineindex): offset = lineindex.select(lineno - 1) else: raise IndexError nextoffset = lineindex.select(lineno) # there is at least one newline, but there may be...
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from typing import Sequence from typing import Any from typing import Optional from typing import Type def has_types_sequence(item: Sequence[Any]) -> Optional[tuple[Type[Any], ...]]: """Returns types contained in 'item'. Args: item (Sequence[Any]): item to examine. Returns: Optional[...
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def makeCommDataDict(data): """ returns a dictionary of attributes from the comment """ data_dict = {} #get awards if any if data['total_awards_received']: data_dict['total_awards_received'] = data['total_awards_received'] else: data_dict['total_awards_received'] = 0 ...
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import numpy def unbinning(binnedArray, binsize, norm=True): """ :param binnedArray: input ndarray :param binsize: 2-tuple representing the size of the binning :param norm: if True (default) decrease the intensity by binning factor. If False, it is non-conservative :return: unBinned input ndarray ...
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def get_okta_group_name(prefix, account_id, role_name): """ Return an Okta group name specific to an account. The format of the group name is '<prefix>_<account_id>_role'. """ group_name = prefix + "_" + account_id + "_" + role_name print(f"get_okta_group_name() result is {group_name}") retu...
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def generate_char_set(classes, repeat_times): """returns a full list of characters for the user to input""" return [c for c in classes for i in range(repeat_times)]
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def get_pipe_nightdir(): """ Return the name of the subdirectory containing per-night files. Returns (str): The name of the subdirectory. """ return "night"
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def distribute_surplus(candidates, exhausted, quota): """ Returns the given list of Candidates with the surplus votes from the Candidate with the most surpluss votes transfered to their next preference. """ max_surplus = max([c.surplus(quota) for c in candidates]) bigge...
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def synth_hangul(string): """Convert jamo characters in a string into hcj as much as possible.""" raise NotImplementedError return ''.join([''.join(''.join(jamo_to_hcj(_)) for _ in string)])
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def is_ufshost_error(conn, cloud_type): """ Returns true if ufshost setting is not resolvable externally :type conn: boto.connection.AWSAuthConnection :param conn: a connection object which we get host from :type cloud_type: string :param cloud_type: usually 'aws' or 'euca' """ ufshost...
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def count_ops_by_type(node, op_type: str, start: int, limit: int = 50): """ :param op_type: type of operation (ex. 'producer_reward_operation') :param start: start queries with this block number :param limit: limit queries until start-limit+1 """ count = {} for i in range(start, start-limit,...
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import numpy as np def numpy_train_test_split(data_folder, train_set, test_set): """ create target classes for training and test data using numpy """ train = np.loadtxt(data_folder+train_set, skiprows=1, delimiter=',') x_train = train[:, 1:] y_train = train[:, 0, np.newaxis] - 1. ...
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def get_separator(handle): """ get the column separator (assumes same on all lines) """ current = handle.tell() line = handle.readline() handle.seek(current) if line.count('\t') > line.count(' '): return '\t' else: return ' '
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def cycle_checker(head): """Check if the Singly Linked List is cyclic. Returns boolean value based on the result """ marker_1 = head marker_2 = head flag = False while marker_2 != None and marker_2.next_node != None: marker_1 = marker_1.next_node marker_2 = marker_2.next_no...
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def gcd(a, b): """ Euclidean alg """ r = {0: a, 1: b} # remainders q = {} # quotients m = 1 while r[m] != 0: q[m] = r[m - 1] // r[m] r[m + 1] = r[m - 1] - (q[m] * r[m]) m += 1 m -= 1 return r[m]
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import re def remove_comments_from_sql(sql: str) -> str: """ Removes comments from SQL query :type sql str|None :rtype: str """ return re.sub(r"\s?/\*.+\*/", "", sql)
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import codecs import sys import unicodedata def read_utf8(filepath): """read_utf8() is a function that reads text in as UTF-8 NFKD normalized text strings from filepath :param filepath: the filepath to the text input file """ try: f = codecs.open(filepath, encoding='utf_8', mode='r') excep...
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def _fields_as_tuple(field): """ Common representation of UnischemaField for equality and hash operators. Defined outside class because the method won't be accessible otherwise. The only difference is that the type name of the `codec` field is returned so that the codec object ID won't differentiat...
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def get_domain_name(): """ Returns the domain name of the current configuration from a config file Returns ------- string the domain name """ with open("/var/www/logic_webapp/webapp_config") as file: line = file.readline() domain = line.split("=")[1].rstrip() # ...
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import time def write_generator_lines(conctimes, concaz, concel, concva, concve, az_flags, el_flags): """ Produces a list of lines in the format necessary to upload to the ACU to complete a generated scan. Params are the outputs of generate. Params: conctimes (list): List of times starting a...
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def _loh_to_vcf(cur): """Convert LOH output into standardized VCF. """ cn = int(float(cur["C"])) minor_cn = int(float(cur["M"])) if cur["type"].find("LOH"): svtype = "LOH" elif cn > 2: svtype = "DUP" elif cn < 1: svtype = "DEL" else: svtype = None if s...
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def binarysearch(minim,maxim,function, flips_to_true=True): """ function needs to return a boolean whether the solution is ok this implementation is for function that starts with false for minim and flip to true for TTTTFFFF, pass set flips_to_true flag to false. This flag is important to set correc...
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from typing import List def get_preprocessor_command( rootname: str, basename: str, includes: List[str], filename: str, slides: bool) -> List[str]: """Calculate preprocessor command, based on file name and slide switch.""" command = [ 'slide_preprocessor', ...
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from typing import Dict from typing import Any from typing import Optional def to_dot( config: Dict[str, Any], prefix: Optional[str] = None, separator: str = '.', function_to_name: bool = True, ) -> Dict[str, Any]: """Convert nested dictionary to flat dictionary. :param config: The po...
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